Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 14942 |
| Missing cells | 1443 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.5 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 15 |
| DateTime | 5 |
DanceActivities has constant value "" | Constant |
NatureActivities has constant value "" | Constant |
Age is highly overall correlated with Income and 2 other fields | High correlation |
Income is highly overall correlated with Age | High correlation |
DaysWithoutFrequency is highly overall correlated with RealNumberOfVisits | High correlation |
LifetimeValue is highly overall correlated with NumberOfFrequencies and 1 other fields | High correlation |
NumberOfFrequencies is highly overall correlated with LifetimeValue and 1 other fields | High correlation |
AttendedClasses is highly overall correlated with AllowedWeeklyVisitsBySLA and 1 other fields | High correlation |
AllowedWeeklyVisitsBySLA is highly overall correlated with AttendedClasses and 3 other fields | High correlation |
AllowedNumberOfVisitsBySLA is highly overall correlated with AttendedClasses and 1 other fields | High correlation |
RealNumberOfVisits is highly overall correlated with DaysWithoutFrequency | High correlation |
NumberOfRenewals is highly overall correlated with LifetimeValue and 1 other fields | High correlation |
WaterActivities is highly overall correlated with Age and 2 other fields | High correlation |
FitnessActivities is highly overall correlated with Age and 2 other fields | High correlation |
HasReferences is highly overall correlated with NumberOfReferences | High correlation |
NumberOfReferences is highly overall correlated with HasReferences | High correlation |
UseByTime is highly imbalanced (72.6%) | Imbalance |
AthleticsActivities is highly imbalanced (93.7%) | Imbalance |
TeamActivities is highly imbalanced (69.1%) | Imbalance |
RacketActivities is highly imbalanced (84.0%) | Imbalance |
CombatActivities is highly imbalanced (50.6%) | Imbalance |
SpecialActivities is highly imbalanced (82.3%) | Imbalance |
OtherActivities is highly imbalanced (98.0%) | Imbalance |
HasReferences is highly imbalanced (85.9%) | Imbalance |
NumberOfReferences is highly imbalanced (92.4%) | Imbalance |
Income has 495 (3.3%) missing values | Missing |
AllowedWeeklyVisitsBySLA has 535 (3.6%) missing values | Missing |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
Income has 2123 (14.2%) zeros | Zeros |
DaysWithoutFrequency has 604 (4.0%) zeros | Zeros |
AttendedClasses has 10432 (69.8%) zeros | Zeros |
RealNumberOfVisits has 2698 (18.1%) zeros | Zeros |
NumberOfRenewals has 6103 (40.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-02 11:25:02.044985 |
|---|---|
| Analysis finished | 2023-11-02 11:26:21.629493 |
| Duration | 1 minute and 19.58 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
ID
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 14942 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17470.5 |
| Minimum | 10000 |
|---|---|
| Maximum | 24941 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 10000 |
|---|---|
| 5-th percentile | 10747.05 |
| Q1 | 13735.25 |
| median | 17470.5 |
| Q3 | 21205.75 |
| 95-th percentile | 24193.95 |
| Maximum | 24941 |
| Range | 14941 |
| Interquartile range (IQR) | 7470.5 |
Descriptive statistics
| Standard deviation | 4313.5282 |
|---|---|
| Coefficient of variation (CV) | 0.24690353 |
| Kurtosis | -1.2 |
| Mean | 17470.5 |
| Median Absolute Deviation (MAD) | 3735.5 |
| Skewness | 0 |
| Sum | 2.6104421 × 108 |
| Variance | 18606526 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 10000 | 1 | < 0.1% |
| 19966 | 1 | < 0.1% |
| 19954 | 1 | < 0.1% |
| 19955 | 1 | < 0.1% |
| 19956 | 1 | < 0.1% |
| 19957 | 1 | < 0.1% |
| 19958 | 1 | < 0.1% |
| 19959 | 1 | < 0.1% |
| 19960 | 1 | < 0.1% |
| 19961 | 1 | < 0.1% |
| Other values (14932) | 14932 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 10001 | 1 | |
| 10002 | 1 | |
| 10003 | 1 | |
| 10004 | 1 | |
| 10005 | 1 | |
| 10006 | 1 | |
| 10007 | 1 | |
| 10008 | 1 | |
| 10009 | 1 |
| Value | Count | Frequency (%) |
| 24941 | 1 | |
| 24940 | 1 | |
| 24939 | 1 | |
| 24938 | 1 | |
| 24937 | 1 | |
| 24936 | 1 | |
| 24935 | 1 | |
| 24934 | 1 | |
| 24933 | 1 | |
| 24932 | 1 |
Age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.015794 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 19 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 19 |
| median | 23 |
| Q3 | 31 |
| 95-th percentile | 56 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 14.156582 |
|---|---|
| Coefficient of variation (CV) | 0.54415338 |
| Kurtosis | 1.6773916 |
| Mean | 26.015794 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.0733012 |
| Sum | 388728 |
| Variance | 200.40883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 1187 | 7.9% |
| 21 | 1166 | 7.8% |
| 20 | 987 | 6.6% |
| 23 | 954 | 6.4% |
| 19 | 899 | 6.0% |
| 24 | 750 | 5.0% |
| 25 | 583 | 3.9% |
| 26 | 443 | 3.0% |
| 27 | 359 | 2.4% |
| 29 | 297 | 2.0% |
| Other values (78) | 7317 |
| Value | Count | Frequency (%) |
| 0 | 19 | 0.1% |
| 1 | 152 | |
| 2 | 213 | |
| 3 | 189 | |
| 4 | 174 | |
| 5 | 180 | |
| 6 | 163 | |
| 7 | 170 | |
| 8 | 145 | |
| 9 | 148 |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 3 | < 0.1% |
| 84 | 2 | < 0.1% |
| 83 | 7 | |
| 82 | 5 | |
| 81 | 5 | |
| 80 | 12 | |
| 79 | 4 | < 0.1% |
| 78 | 6 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1954223 |
| Min length | 4 |
Characters and Unicode
| Total characters | 77630 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 8931 | |
| Male | 6011 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 8931 | |
| male | 6011 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23873 | |
| a | 14942 | |
| l | 14942 | |
| F | 8931 | 11.5% |
| m | 8931 | 11.5% |
| M | 6011 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 62688 | |
| Uppercase Letter | 14942 | 19.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23873 | |
| a | 14942 | |
| l | 14942 | |
| m | 8931 | 14.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 8931 | |
| M | 6011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 77630 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23873 | |
| a | 14942 | |
| l | 14942 | |
| F | 8931 | 11.5% |
| m | 8931 | 11.5% |
| M | 6011 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23873 | |
| a | 14942 | |
| l | 14942 | |
| F | 8931 | 11.5% |
| m | 8931 | 11.5% |
| M | 6011 | 7.7% |
Income
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 737 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 495 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2230.8161 |
| Minimum | 0 |
|---|---|
| Maximum | 10890 |
| Zeros | 2123 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1470 |
| median | 1990 |
| Q3 | 2790 |
| 95-th percentile | 5400 |
| Maximum | 10890 |
| Range | 10890 |
| Interquartile range (IQR) | 1320 |
Descriptive statistics
| Standard deviation | 1566.5277 |
|---|---|
| Coefficient of variation (CV) | 0.70222182 |
| Kurtosis | 1.4940448 |
| Mean | 2230.8161 |
| Median Absolute Deviation (MAD) | 630 |
| Skewness | 0.9781665 |
| Sum | 32228600 |
| Variance | 2454009.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2123 | 14.2% |
| 1890 | 84 | 0.6% |
| 1820 | 82 | 0.5% |
| 1970 | 80 | 0.5% |
| 1710 | 79 | 0.5% |
| 2160 | 79 | 0.5% |
| 1730 | 79 | 0.5% |
| 2030 | 78 | 0.5% |
| 1700 | 77 | 0.5% |
| 1510 | 77 | 0.5% |
| Other values (727) | 11609 | |
| (Missing) | 495 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 2123 | |
| 290 | 1 | < 0.1% |
| 370 | 1 | < 0.1% |
| 390 | 2 | < 0.1% |
| 410 | 1 | < 0.1% |
| 450 | 1 | < 0.1% |
| 470 | 1 | < 0.1% |
| 550 | 1 | < 0.1% |
| 560 | 1 | < 0.1% |
| 620 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10890 | 1 | |
| 10260 | 1 | |
| 9840 | 1 | |
| 9720 | 1 | |
| 9630 | 1 | |
| 9600 | 1 | |
| 9530 | 1 | |
| 9400 | 1 | |
| 8980 | 1 | |
| 8950 | 1 |
EnrollmentStart
Date
| Distinct | 1490 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Minimum | 2014-06-02 00:00:00 |
|---|---|
| Maximum | 2019-10-21 00:00:00 |
EnrollmentFinish
Date
| Distinct | 1300 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Minimum | 2014-06-02 00:00:00 |
|---|---|
| Maximum | 2019-10-31 00:00:00 |
LastPeriodStart
Date
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Minimum | 2014-01-01 00:00:00 |
|---|---|
| Maximum | 2019-07-01 00:00:00 |
LastPeriodFinish
Date
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Minimum | 2014-12-31 00:00:00 |
|---|---|
| Maximum | 2019-12-31 00:00:00 |
DateLastVisit
Date
| Distinct | 1384 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| Minimum | 2014-07-03 00:00:00 |
|---|---|
| Maximum | 2019-10-31 00:00:00 |
DaysWithoutFrequency
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 660 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.224936 |
| Minimum | 0 |
|---|---|
| Maximum | 1745 |
| Zeros | 604 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 13 |
| median | 41 |
| Q3 | 83.75 |
| 95-th percentile | 300 |
| Maximum | 1745 |
| Range | 1745 |
| Interquartile range (IQR) | 70.75 |
Descriptive statistics
| Standard deviation | 144.19958 |
|---|---|
| Coefficient of variation (CV) | 1.7753116 |
| Kurtosis | 36.668263 |
| Mean | 81.224936 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 5.1947271 |
| Sum | 1213663 |
| Variance | 20793.518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 604 | 4.0% |
| 1 | 563 | 3.8% |
| 5 | 393 | 2.6% |
| 2 | 380 | 2.5% |
| 3 | 349 | 2.3% |
| 12 | 282 | 1.9% |
| 13 | 220 | 1.5% |
| 6 | 220 | 1.5% |
| 39 | 207 | 1.4% |
| 41 | 196 | 1.3% |
| Other values (650) | 11528 |
| Value | Count | Frequency (%) |
| 0 | 604 | |
| 1 | 563 | |
| 2 | 380 | |
| 3 | 349 | |
| 4 | 99 | 0.7% |
| 5 | 393 | |
| 6 | 220 | 1.5% |
| 7 | 137 | 0.9% |
| 8 | 176 | 1.2% |
| 9 | 142 | 1.0% |
| Value | Count | Frequency (%) |
| 1745 | 1 | |
| 1717 | 1 | |
| 1710 | 1 | |
| 1681 | 1 | |
| 1670 | 1 | |
| 1633 | 1 | |
| 1630 | 1 | |
| 1624 | 1 | |
| 1620 | 1 | |
| 1603 | 1 |
LifetimeValue
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5668 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302.56187 |
| Minimum | 0 |
|---|---|
| Maximum | 6727.8 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43.6 |
| Q1 | 83.6 |
| median | 166.2 |
| Q3 | 355.075 |
| 95-th percentile | 1072.3135 |
| Maximum | 6727.8 |
| Range | 6727.8 |
| Interquartile range (IQR) | 271.475 |
Descriptive statistics
| Standard deviation | 364.31957 |
|---|---|
| Coefficient of variation (CV) | 1.2041159 |
| Kurtosis | 18.266694 |
| Mean | 302.56187 |
| Median Absolute Deviation (MAD) | 101 |
| Skewness | 3.0542837 |
| Sum | 4520879.5 |
| Variance | 132728.75 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43.6 | 188 | 1.3% |
| 53.6 | 146 | 1.0% |
| 47.2 | 129 | 0.9% |
| 37.6 | 124 | 0.8% |
| 83.6 | 118 | 0.8% |
| 73.6 | 114 | 0.8% |
| 61.6 | 100 | 0.7% |
| 38.5 | 73 | 0.5% |
| 103.6 | 68 | 0.5% |
| 113.6 | 67 | 0.4% |
| Other values (5658) | 13815 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1.3 | 1 | < 0.1% |
| 3.6 | 2 | |
| 5.4 | 4 | |
| 10.6 | 1 | < 0.1% |
| 15.7 | 1 | < 0.1% |
| 18.4 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 20.9 | 2 | |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6727.8 | 1 | |
| 6232.2 | 1 | |
| 3498.4 | 1 | |
| 3145.85 | 1 | |
| 3137.35 | 1 | |
| 2938.8 | 1 | |
| 2864.72 | 1 | |
| 2676.3 | 1 | |
| 2636.77 | 1 | |
| 2590.15 | 1 |
UseByTime
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| 0 | |
|---|---|
| 1 | 704 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14942 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14942 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14942 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14942 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14238 | |
| 1 | 704 | 4.7% |
AthleticsActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 110 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44718 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14796 | |
| 1.0 | 110 | 0.7% |
| (Missing) | 36 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14796 | |
| 1.0 | 110 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29702 | |
| . | 14906 | |
| 1 | 110 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29812 | |
| Other Punctuation | 14906 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29702 | |
| 1 | 110 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44718 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29702 | |
| . | 14906 | |
| 1 | 110 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44718 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29702 | |
| . | 14906 | |
| 1 | 110 | 0.2% |
WaterActivities
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 10490 | |
| 1.0 | 4415 | |
| (Missing) | 37 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 10490 | |
| 1.0 | 4415 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25395 | |
| . | 14905 | |
| 1 | 4415 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29810 | |
| Other Punctuation | 14905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25395 | |
| 1 | 4415 | 14.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25395 | |
| . | 14905 | |
| 1 | 4415 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25395 | |
| . | 14905 | |
| 1 | 4415 | 9.9% |
FitnessActivities
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 35 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44721 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 8587 | |
| 0.0 | 6320 | |
| (Missing) | 35 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 8587 | |
| 0.0 | 6320 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21227 | |
| . | 14907 | |
| 1 | 8587 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29814 | |
| Other Punctuation | 14907 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21227 | |
| 1 | 8587 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14907 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44721 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21227 | |
| . | 14907 | |
| 1 | 8587 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44721 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21227 | |
| . | 14907 | |
| 1 | 8587 |
DanceActivities
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44718 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14906 | |
| (Missing) | 36 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14906 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29812 | |
| . | 14906 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29812 | |
| Other Punctuation | 14906 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29812 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44718 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29812 | |
| . | 14906 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44718 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29812 | |
| . | 14906 |
TeamActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 35 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 828 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44721 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14079 | |
| 1.0 | 828 | 5.5% |
| (Missing) | 35 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14079 | |
| 1.0 | 828 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28986 | |
| . | 14907 | |
| 1 | 828 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29814 | |
| Other Punctuation | 14907 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28986 | |
| 1 | 828 | 2.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14907 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44721 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28986 | |
| . | 14907 | |
| 1 | 828 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44721 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28986 | |
| . | 14907 | |
| 1 | 828 | 1.9% |
RacketActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 349 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14556 | |
| 1.0 | 349 | 2.3% |
| (Missing) | 37 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14556 | |
| 1.0 | 349 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29461 | |
| . | 14905 | |
| 1 | 349 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29810 | |
| Other Punctuation | 14905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29461 | |
| 1 | 349 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29461 | |
| . | 14905 | |
| 1 | 349 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29461 | |
| . | 14905 | |
| 1 | 349 | 0.8% |
CombatActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 33 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44727 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 13300 | |
| 1.0 | 1609 | 10.8% |
| (Missing) | 33 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 13300 | |
| 1.0 | 1609 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28209 | |
| . | 14909 | |
| 1 | 1609 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29818 | |
| Other Punctuation | 14909 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28209 | |
| 1 | 1609 | 5.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14909 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44727 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28209 | |
| . | 14909 | |
| 1 | 1609 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44727 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28209 | |
| . | 14909 | |
| 1 | 1609 | 3.6% |
NatureActivities
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 47 |
| Missing (%) | 0.3% |
| Memory size | 116.9 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44685 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14895 | |
| (Missing) | 47 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14895 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29790 | |
| . | 14895 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29790 | |
| Other Punctuation | 14895 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29790 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14895 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44685 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29790 | |
| . | 14895 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44685 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29790 | |
| . | 14895 |
SpecialActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 44 |
| Missing (%) | 0.3% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 395 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44694 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14503 | |
| 1.0 | 395 | 2.6% |
| (Missing) | 44 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14503 | |
| 1.0 | 395 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29401 | |
| . | 14898 | |
| 1 | 395 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29796 | |
| Other Punctuation | 14898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29401 | |
| 1 | 395 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14898 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44694 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29401 | |
| . | 14898 | |
| 1 | 395 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44694 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29401 | |
| . | 14898 | |
| 1 | 395 | 0.9% |
OtherActivities
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 35 |
| Missing (%) | 0.2% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 28 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44721 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14879 | |
| 1.0 | 28 | 0.2% |
| (Missing) | 35 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14879 | |
| 1.0 | 28 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29786 | |
| . | 14907 | |
| 1 | 28 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29814 | |
| Other Punctuation | 14907 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29786 | |
| 1 | 28 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14907 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44721 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29786 | |
| . | 14907 | |
| 1 | 28 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44721 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29786 | |
| . | 14907 | |
| 1 | 28 | 0.1% |
NumberOfFrequencies
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 415 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 26 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.120542 |
| Minimum | 1 |
|---|---|
| Maximum | 1031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 18 |
| Q3 | 45 |
| 95-th percentile | 152 |
| Maximum | 1031 |
| Range | 1030 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 65.466459 |
|---|---|
| Coefficient of variation (CV) | 1.6317441 |
| Kurtosis | 37.729619 |
| Mean | 40.120542 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 4.8438354 |
| Sum | 598438 |
| Variance | 4285.8573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 661 | 4.4% |
| 3 | 623 | 4.2% |
| 1 | 609 | 4.1% |
| 4 | 583 | 3.9% |
| 5 | 556 | 3.7% |
| 6 | 521 | 3.5% |
| 7 | 462 | 3.1% |
| 8 | 439 | 2.9% |
| 9 | 417 | 2.8% |
| 10 | 383 | 2.6% |
| Other values (405) | 9662 |
| Value | Count | Frequency (%) |
| 1 | 609 | |
| 2 | 661 | |
| 3 | 623 | |
| 4 | 583 | |
| 5 | 556 | |
| 6 | 521 | |
| 7 | 462 | |
| 8 | 439 | |
| 9 | 417 | |
| 10 | 383 |
| Value | Count | Frequency (%) |
| 1031 | 1 | |
| 961 | 1 | |
| 954 | 1 | |
| 893 | 2 | |
| 888 | 1 | |
| 824 | 1 | |
| 769 | 1 | |
| 768 | 1 | |
| 735 | 1 | |
| 727 | 1 |
AttendedClasses
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 230 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.152456 |
| Minimum | 0 |
|---|---|
| Maximum | 581 |
| Zeros | 10432 |
| Zeros (%) | 69.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 63 |
| Maximum | 581 |
| Range | 581 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 29.154202 |
|---|---|
| Coefficient of variation (CV) | 2.8716403 |
| Kurtosis | 43.683013 |
| Mean | 10.152456 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2509804 |
| Sum | 151698 |
| Variance | 849.96752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10432 | |
| 1 | 411 | 2.8% |
| 2 | 214 | 1.4% |
| 3 | 195 | 1.3% |
| 4 | 171 | 1.1% |
| 6 | 150 | 1.0% |
| 5 | 144 | 1.0% |
| 7 | 139 | 0.9% |
| 9 | 113 | 0.8% |
| 10 | 112 | 0.7% |
| Other values (220) | 2861 | 19.1% |
| Value | Count | Frequency (%) |
| 0 | 10432 | |
| 1 | 411 | 2.8% |
| 2 | 214 | 1.4% |
| 3 | 195 | 1.3% |
| 4 | 171 | 1.1% |
| 5 | 144 | 1.0% |
| 6 | 150 | 1.0% |
| 7 | 139 | 0.9% |
| 8 | 96 | 0.6% |
| 9 | 113 | 0.8% |
| Value | Count | Frequency (%) |
| 581 | 1 | |
| 547 | 1 | |
| 406 | 1 | |
| 355 | 1 | |
| 334 | 1 | |
| 324 | 1 | |
| 318 | 2 | |
| 312 | 1 | |
| 300 | 1 | |
| 297 | 1 |
AllowedWeeklyVisitsBySLA
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 535 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7595613 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1188667 |
|---|---|
| Coefficient of variation (CV) | 0.36788682 |
| Kurtosis | -0.31894013 |
| Mean | 5.7595613 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.2287199 |
| Sum | 82978 |
| Variance | 4.489596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 10505 | |
| 2 | 2341 | 15.7% |
| 4 | 742 | 5.0% |
| 1 | 525 | 3.5% |
| 3 | 160 | 1.1% |
| 6 | 118 | 0.8% |
| 5 | 16 | 0.1% |
| (Missing) | 535 | 3.6% |
| Value | Count | Frequency (%) |
| 1 | 525 | 3.5% |
| 2 | 2341 | 15.7% |
| 3 | 160 | 1.1% |
| 4 | 742 | 5.0% |
| 5 | 16 | 0.1% |
| 6 | 118 | 0.8% |
| 7 | 10505 |
| Value | Count | Frequency (%) |
| 7 | 10505 | |
| 6 | 118 | 0.8% |
| 5 | 16 | 0.1% |
| 4 | 742 | 5.0% |
| 3 | 160 | 1.1% |
| 2 | 2341 | 15.7% |
| 1 | 525 | 3.5% |
AllowedNumberOfVisitsBySLA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 270 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.636299 |
| Minimum | 0.56 |
|---|---|
| Maximum | 240.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0.56 |
|---|---|
| 5-th percentile | 8.71 |
| Q1 | 25.72 |
| median | 38.99 |
| Q3 | 60.97 |
| 95-th percentile | 62.02 |
| Maximum | 240.03 |
| Range | 239.47 |
| Interquartile range (IQR) | 35.25 |
Descriptive statistics
| Standard deviation | 21.066166 |
|---|---|
| Coefficient of variation (CV) | 0.50595673 |
| Kurtosis | 9.7532715 |
| Mean | 41.636299 |
| Median Absolute Deviation (MAD) | 21.57 |
| Skewness | 1.0902016 |
| Sum | 622129.58 |
| Variance | 443.78334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.97 | 4462 | |
| 17.42 | 1497 | 10.0% |
| 30.03 | 1205 | 8.1% |
| 28.98 | 1138 | 7.6% |
| 62.02 | 646 | 4.3% |
| 59.01 | 508 | 3.4% |
| 34.84 | 483 | 3.2% |
| 8.71 | 367 | 2.5% |
| 21.98 | 286 | 1.9% |
| 67.97 | 285 | 1.9% |
| Other values (260) | 4065 |
| Value | Count | Frequency (%) |
| 0.56 | 2 | |
| 0.71 | 4 | |
| 0.86 | 1 | < 0.1% |
| 1.42 | 1 | < 0.1% |
| 1.72 | 4 | |
| 1.86 | 2 | |
| 2 | 1 | < 0.1% |
| 2.03 | 2 | |
| 2.28 | 2 | |
| 2.29 | 2 |
| Value | Count | Frequency (%) |
| 240.03 | 20 | |
| 224 | 1 | < 0.1% |
| 206.01 | 1 | < 0.1% |
| 178.01 | 2 | < 0.1% |
| 156.03 | 1 | < 0.1% |
| 144.97 | 1 | < 0.1% |
| 137.16 | 4 | < 0.1% |
| 104.13 | 2 | < 0.1% |
| 103.71 | 1 | < 0.1% |
| 95.97 | 2 | < 0.1% |
RealNumberOfVisits
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3207067 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 2698 |
| Zeros (%) | 18.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 17 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.3329585 |
|---|---|
| Coefficient of variation (CV) | 1.1902476 |
| Kurtosis | 14.621097 |
| Mean | 5.3207067 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.8727388 |
| Sum | 79502 |
| Variance | 40.106363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2698 | |
| 1 | 1641 | |
| 2 | 1635 | |
| 3 | 1440 | |
| 4 | 1323 | |
| 5 | 1045 | 7.0% |
| 6 | 913 | 6.1% |
| 7 | 711 | 4.8% |
| 8 | 611 | 4.1% |
| 9 | 466 | 3.1% |
| Other values (50) | 2459 |
| Value | Count | Frequency (%) |
| 0 | 2698 | |
| 1 | 1641 | |
| 2 | 1635 | |
| 3 | 1440 | |
| 4 | 1323 | |
| 5 | 1045 | 7.0% |
| 6 | 913 | 6.1% |
| 7 | 711 | 4.8% |
| 8 | 611 | 4.1% |
| 9 | 466 | 3.1% |
| Value | Count | Frequency (%) |
| 84 | 2 | |
| 72 | 3 | |
| 66 | 2 | |
| 58 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 51 | 2 | |
| 50 | 1 | < 0.1% |
NumberOfRenewals
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2052603 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 6103 |
| Zeros (%) | 40.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 116.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3813047 |
|---|---|
| Coefficient of variation (CV) | 1.1460633 |
| Kurtosis | 0.83610407 |
| Mean | 1.2052603 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.198546 |
| Sum | 18009 |
| Variance | 1.9080026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6103 | |
| 1 | 4020 | |
| 2 | 2347 | 15.7% |
| 3 | 1209 | 8.1% |
| 4 | 733 | 4.9% |
| 5 | 444 | 3.0% |
| 6 | 86 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 6103 | |
| 1 | 4020 | |
| 2 | 2347 | 15.7% |
| 3 | 1209 | 8.1% |
| 4 | 733 | 4.9% |
| 5 | 444 | 3.0% |
| 6 | 86 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 86 | 0.6% |
| 5 | 444 | 3.0% |
| 4 | 733 | 4.9% |
| 3 | 1209 | 8.1% |
| 2 | 2347 | 15.7% |
| 1 | 4020 | |
| 0 | 6103 |
HasReferences
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Memory size | 116.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 297 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44790 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14633 | |
| 1.0 | 297 | 2.0% |
| (Missing) | 12 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14633 | |
| 1.0 | 297 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29563 | |
| . | 14930 | |
| 1 | 297 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29860 | |
| Other Punctuation | 14930 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29563 | |
| 1 | 297 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14930 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44790 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29563 | |
| . | 14930 | |
| 1 | 297 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29563 | |
| . | 14930 | |
| 1 | 297 | 0.7% |
NumberOfReferences
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| 0 | |
|---|---|
| 1 | 267 |
| 2 | 21 |
| 3 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14942 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14942 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14942 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14942 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 267 | 1.8% |
| 2 | 21 | 0.1% |
| 3 | 8 | 0.1% |
Dropout
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 116.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14942 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14942 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14942 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14942 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11968 | |
| 0 | 2974 | 19.9% |
| ID | Age | Income | DaysWithoutFrequency | LifetimeValue | NumberOfFrequencies | AttendedClasses | AllowedWeeklyVisitsBySLA | AllowedNumberOfVisitsBySLA | RealNumberOfVisits | NumberOfRenewals | Gender | UseByTime | AthleticsActivities | WaterActivities | FitnessActivities | TeamActivities | RacketActivities | CombatActivities | SpecialActivities | OtherActivities | HasReferences | NumberOfReferences | Dropout | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | 1.000 | -0.015 | -0.010 | -0.006 | -0.001 | -0.004 | 0.007 | -0.011 | -0.003 | 0.009 | -0.010 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.016 | 0.024 | 0.012 | 0.000 |
| Age | -0.015 | 1.000 | 0.865 | 0.023 | -0.022 | 0.085 | -0.307 | 0.374 | 0.306 | 0.074 | 0.000 | 0.066 | 0.107 | 0.046 | 0.526 | 0.540 | 0.323 | 0.086 | 0.122 | 0.258 | 0.075 | 0.199 | 0.120 | 0.290 |
| Income | -0.010 | 0.865 | 1.000 | 0.011 | -0.032 | 0.059 | -0.274 | 0.336 | 0.261 | 0.067 | -0.007 | 0.042 | 0.097 | 0.025 | 0.437 | 0.460 | 0.169 | 0.020 | 0.067 | 0.197 | 0.054 | 0.188 | 0.113 | 0.232 |
| DaysWithoutFrequency | -0.006 | 0.023 | 0.011 | 1.000 | -0.117 | -0.272 | -0.102 | 0.021 | 0.103 | -0.539 | 0.072 | 0.037 | 0.130 | 0.031 | 0.042 | 0.029 | 0.060 | 0.051 | 0.019 | 0.024 | 0.000 | 0.036 | 0.020 | 0.092 |
| LifetimeValue | -0.001 | -0.022 | -0.032 | -0.117 | 1.000 | 0.744 | 0.491 | -0.381 | -0.088 | 0.011 | 0.665 | 0.065 | 0.020 | 0.000 | 0.312 | 0.224 | 0.077 | 0.000 | 0.000 | 0.086 | 0.000 | 0.204 | 0.122 | 0.310 |
| NumberOfFrequencies | -0.004 | 0.085 | 0.059 | -0.272 | 0.744 | 1.000 | 0.244 | -0.058 | 0.081 | 0.412 | 0.544 | 0.066 | 0.095 | 0.053 | 0.110 | 0.012 | 0.000 | 0.022 | 0.031 | 0.188 | 0.000 | 0.090 | 0.051 | 0.218 |
| AttendedClasses | 0.007 | -0.307 | -0.274 | -0.102 | 0.491 | 0.244 | 1.000 | -0.846 | -0.556 | -0.073 | 0.308 | 0.000 | 0.034 | 0.000 | 0.293 | 0.226 | 0.043 | 0.000 | 0.062 | 0.036 | 0.000 | 0.186 | 0.113 | 0.248 |
| AllowedWeeklyVisitsBySLA | -0.011 | 0.374 | 0.336 | 0.021 | -0.381 | -0.058 | -0.846 | 1.000 | 0.693 | 0.166 | -0.201 | 0.000 | 0.114 | 0.016 | 0.530 | 0.600 | 0.400 | 0.272 | 0.170 | 0.031 | 0.134 | 0.166 | 0.103 | 0.221 |
| AllowedNumberOfVisitsBySLA | -0.003 | 0.306 | 0.261 | 0.103 | -0.088 | 0.081 | -0.556 | 0.693 | 1.000 | 0.070 | -0.131 | 0.036 | 0.077 | 0.019 | 0.440 | 0.479 | 0.149 | 0.194 | 0.186 | 0.101 | 0.328 | 0.124 | 0.074 | 0.286 |
| RealNumberOfVisits | 0.009 | 0.074 | 0.067 | -0.539 | 0.011 | 0.412 | -0.073 | 0.166 | 0.070 | 1.000 | 0.022 | 0.069 | 0.069 | 0.058 | 0.030 | 0.116 | 0.069 | 0.020 | 0.082 | 0.110 | 0.000 | 0.022 | 0.000 | 0.161 |
| NumberOfRenewals | -0.010 | 0.000 | -0.007 | 0.072 | 0.665 | 0.544 | 0.308 | -0.201 | -0.131 | 0.022 | 1.000 | 0.078 | 0.128 | 0.019 | 0.224 | 0.142 | 0.100 | 0.026 | 0.000 | 0.109 | 0.052 | 0.185 | 0.113 | 0.305 |
| Gender | 0.007 | 0.066 | 0.042 | 0.037 | 0.065 | 0.066 | 0.000 | 0.000 | 0.036 | 0.069 | 0.078 | 1.000 | 0.039 | 0.021 | 0.000 | 0.104 | 0.095 | 0.019 | 0.116 | 0.029 | 0.033 | 0.000 | 0.000 | 0.029 |
| UseByTime | 0.000 | 0.107 | 0.097 | 0.130 | 0.020 | 0.095 | 0.034 | 0.114 | 0.077 | 0.069 | 0.128 | 0.039 | 1.000 | 0.009 | 0.000 | 0.064 | 0.030 | 0.019 | 0.015 | 0.011 | 0.000 | 0.006 | 0.000 | 0.110 |
| AthleticsActivities | 0.000 | 0.046 | 0.025 | 0.031 | 0.000 | 0.053 | 0.000 | 0.016 | 0.019 | 0.058 | 0.019 | 0.021 | 0.009 | 1.000 | 0.026 | 0.069 | 0.000 | 0.007 | 0.014 | 0.009 | 0.000 | 0.010 | 0.012 | 0.007 |
| WaterActivities | 0.000 | 0.526 | 0.437 | 0.042 | 0.312 | 0.110 | 0.293 | 0.530 | 0.440 | 0.030 | 0.224 | 0.000 | 0.000 | 0.026 | 1.000 | 0.619 | 0.073 | 0.079 | 0.164 | 0.045 | 0.021 | 0.137 | 0.143 | 0.184 |
| FitnessActivities | 0.000 | 0.540 | 0.460 | 0.029 | 0.224 | 0.012 | 0.226 | 0.600 | 0.479 | 0.116 | 0.142 | 0.104 | 0.064 | 0.069 | 0.619 | 1.000 | 0.244 | 0.146 | 0.253 | 0.058 | 0.042 | 0.108 | 0.114 | 0.154 |
| TeamActivities | 0.000 | 0.323 | 0.169 | 0.060 | 0.077 | 0.000 | 0.043 | 0.400 | 0.149 | 0.069 | 0.100 | 0.095 | 0.030 | 0.000 | 0.073 | 0.244 | 1.000 | 0.008 | 0.047 | 0.025 | 0.000 | 0.028 | 0.029 | 0.062 |
| RacketActivities | 0.020 | 0.086 | 0.020 | 0.051 | 0.000 | 0.022 | 0.000 | 0.272 | 0.194 | 0.020 | 0.026 | 0.019 | 0.019 | 0.007 | 0.079 | 0.146 | 0.008 | 1.000 | 0.035 | 0.014 | 0.000 | 0.016 | 0.023 | 0.063 |
| CombatActivities | 0.000 | 0.122 | 0.067 | 0.019 | 0.000 | 0.031 | 0.062 | 0.170 | 0.186 | 0.082 | 0.000 | 0.116 | 0.015 | 0.014 | 0.164 | 0.253 | 0.047 | 0.035 | 1.000 | 0.038 | 0.010 | 0.006 | 0.009 | 0.000 |
| SpecialActivities | 0.000 | 0.258 | 0.197 | 0.024 | 0.086 | 0.188 | 0.036 | 0.031 | 0.101 | 0.110 | 0.109 | 0.029 | 0.011 | 0.009 | 0.045 | 0.058 | 0.025 | 0.014 | 0.038 | 1.000 | 0.106 | 0.014 | 0.010 | 0.056 |
| OtherActivities | 0.016 | 0.075 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.134 | 0.328 | 0.000 | 0.052 | 0.033 | 0.000 | 0.000 | 0.021 | 0.042 | 0.000 | 0.000 | 0.010 | 0.106 | 1.000 | 0.000 | 0.000 | 0.018 |
| HasReferences | 0.024 | 0.199 | 0.188 | 0.036 | 0.204 | 0.090 | 0.186 | 0.166 | 0.124 | 0.022 | 0.185 | 0.000 | 0.006 | 0.010 | 0.137 | 0.108 | 0.028 | 0.016 | 0.006 | 0.014 | 0.000 | 1.000 | 0.977 | 0.018 |
| NumberOfReferences | 0.012 | 0.120 | 0.113 | 0.020 | 0.122 | 0.051 | 0.113 | 0.103 | 0.074 | 0.000 | 0.113 | 0.000 | 0.000 | 0.012 | 0.143 | 0.114 | 0.029 | 0.023 | 0.009 | 0.010 | 0.000 | 0.977 | 1.000 | 0.013 |
| Dropout | 0.000 | 0.290 | 0.232 | 0.092 | 0.310 | 0.218 | 0.248 | 0.221 | 0.286 | 0.161 | 0.305 | 0.029 | 0.110 | 0.007 | 0.184 | 0.154 | 0.062 | 0.063 | 0.000 | 0.056 | 0.018 | 0.018 | 0.013 | 1.000 |
| ID | Age | Gender | Income | EnrollmentStart | EnrollmentFinish | LastPeriodStart | LastPeriodFinish | DateLastVisit | DaysWithoutFrequency | LifetimeValue | UseByTime | AthleticsActivities | WaterActivities | FitnessActivities | DanceActivities | TeamActivities | RacketActivities | CombatActivities | NatureActivities | SpecialActivities | OtherActivities | NumberOfFrequencies | AttendedClasses | AllowedWeeklyVisitsBySLA | AllowedNumberOfVisitsBySLA | RealNumberOfVisits | NumberOfRenewals | HasReferences | NumberOfReferences | Dropout | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10000 | 60 | Female | 5500.0 | 2019-09-03 | 2019-10-31 | 2019-07-01 | 2019-12-31 | 2019-10-30 | 1 | 89.35 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 7 | NaN | 6.28 | 2 | 0 | 0.0 | 0 | 0 |
| 1 | 10001 | 29 | Female | 2630.0 | 2014-08-12 | 2015-09-14 | 2015-01-01 | 2015-12-31 | 2015-07-16 | 60 | 479.20 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 1 | 2.0 | 17.42 | 1 | 2 | 0.0 | 0 | 1 |
| 2 | 10002 | 23 | Male | 1980.0 | 2017-05-02 | 2017-06-01 | 2017-01-01 | 2017-06-30 | 2017-05-25 | 7 | 37.60 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0 | 7.0 | 30.03 | 6 | 0 | 0.0 | 0 | 1 |
| 3 | 10003 | 9 | Male | 0.0 | 2018-09-05 | 2019-02-12 | 2018-07-01 | 2019-06-30 | 2019-01-21 | 22 | 155.40 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 20.0 | 2 | 2.0 | 17.72 | 3 | 0 | 0.0 | 0 | 1 |
| 4 | 10004 | 35 | Male | 4320.0 | 2016-04-20 | 2018-06-07 | 2018-01-01 | 2018-06-30 | 2017-11-09 | 210 | 373.20 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 41.0 | 0 | 7.0 | 60.97 | 0 | 3 | 0.0 | 0 | 1 |
| 5 | 10005 | 24 | Female | 2220.0 | 2015-12-01 | 2016-07-31 | 2016-01-01 | 2016-12-31 | 2016-07-28 | 3 | 140.00 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 | 0 | 7.0 | 59.01 | 26 | 0 | 0.0 | 0 | 1 |
| 6 | 10006 | 23 | Male | 2340.0 | 2015-10-06 | 2019-04-11 | 2019-01-01 | 2019-06-30 | 2019-03-26 | 16 | 143.50 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 22.0 | 0 | 7.0 | 30.03 | 3 | 3 | 0.0 | 0 | 1 |
| 7 | 10007 | 23 | Male | 1910.0 | 2015-03-25 | 2019-07-31 | 2019-01-01 | 2019-06-30 | 2019-04-23 | 99 | 233.90 | 1 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34.0 | 0 | 7.0 | 60.97 | 11 | 5 | 0.0 | 0 | 1 |
| 8 | 10008 | 29 | Male | 3220.0 | 2016-04-08 | 2017-06-07 | 2017-01-01 | 2017-06-30 | 2017-03-30 | 69 | 212.60 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0 | 7.0 | 60.97 | 0 | 2 | 0.0 | 0 | 1 |
| 9 | 10009 | 14 | Female | 0.0 | 2016-07-07 | 2017-02-01 | 2016-07-01 | 2017-06-30 | 2016-11-19 | 74 | 253.50 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 6 | 2.0 | 17.72 | 0 | 2 | 0.0 | 0 | 1 |
| ID | Age | Gender | Income | EnrollmentStart | EnrollmentFinish | LastPeriodStart | LastPeriodFinish | DateLastVisit | DaysWithoutFrequency | LifetimeValue | UseByTime | AthleticsActivities | WaterActivities | FitnessActivities | DanceActivities | TeamActivities | RacketActivities | CombatActivities | NatureActivities | SpecialActivities | OtherActivities | NumberOfFrequencies | AttendedClasses | AllowedWeeklyVisitsBySLA | AllowedNumberOfVisitsBySLA | RealNumberOfVisits | NumberOfRenewals | HasReferences | NumberOfReferences | Dropout | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14932 | 24932 | 20 | Female | 1590.0 | 2018-02-27 | 2018-07-31 | 2018-01-01 | 2018-12-31 | 2018-06-15 | 46 | 92.40 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0 | 7.0 | 66.99 | 4 | 0 | 0.0 | 0 | 1 |
| 14933 | 24933 | 18 | Male | 1540.0 | 2016-10-11 | 2016-11-11 | 2016-07-01 | 2016-12-31 | 2016-11-10 | 1 | 47.60 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0 | 7.0 | 30.03 | 2 | 0 | 0.0 | 0 | 1 |
| 14934 | 24934 | 21 | Male | 2170.0 | 2018-04-04 | 2018-06-07 | 2018-01-01 | 2018-06-30 | 2018-04-04 | 64 | 50.40 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 | 7.0 | 60.97 | 0 | 0 | 0.0 | 0 | 1 |
| 14935 | 24935 | 23 | Female | 1440.0 | 2016-11-02 | 2018-01-07 | 2017-07-01 | 2018-06-30 | 2017-10-23 | 76 | 248.00 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 89.0 | 0 | 7.0 | 60.97 | 0 | 1 | 0.0 | 0 | 1 |
| 14936 | 24936 | 21 | Female | 1820.0 | 2016-11-11 | 2017-08-29 | 2017-01-01 | 2017-12-31 | 2017-06-14 | 76 | 124.50 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 12.0 | 0 | 7.0 | 60.97 | 1 | 2 | 0.0 | 0 | 1 |
| 14937 | 24937 | 14 | Male | 0.0 | 2016-09-08 | 2016-09-08 | 2019-07-01 | 2019-12-31 | 2019-10-29 | 2 | 1460.45 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 112.0 | 96 | 4.0 | 34.84 | 8 | 3 | 0.0 | 0 | 0 |
| 14938 | 24938 | 39 | Male | NaN | 2015-09-17 | 2016-06-04 | 2016-01-01 | 2016-06-30 | 2016-04-27 | 38 | 343.85 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 57.0 | 0 | 7.0 | 60.97 | 3 | 0 | 0.0 | 0 | 1 |
| 14939 | 24939 | 20 | Male | 1810.0 | 2017-03-01 | 2017-03-31 | 2017-01-01 | 2017-06-30 | 2017-03-29 | 2 | 43.60 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0 | 7.0 | 30.03 | 8 | 0 | 0.0 | 0 | 1 |
| 14940 | 24940 | 55 | Male | 4800.0 | 2018-03-01 | 2018-03-01 | 2019-07-01 | 2019-12-31 | 2019-10-28 | 3 | 788.60 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 185.0 | 155 | 3.0 | 15.87 | 7 | 2 | 0.0 | 0 | 0 |
| 14941 | 24941 | 32 | Female | 3700.0 | 2016-04-01 | 2019-06-11 | 2019-01-01 | 2019-06-30 | 2019-05-28 | 14 | 919.60 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 169.0 | 1 | 7.0 | 60.97 | 13 | 4 | 0.0 | 0 | 1 |